As you probably know Italy is experiencing one of the worst periods of its recent history. The covid-19 epidemic has put the medical system on its knees and the lock down is severely testing the population’s self-control capabilities.
Open data for the covid-19 infection is available here https://github.com/pcm-dpc/COVID-19 and updated daily. These are numbers and as usual they need to be read, understodd. One of the questions I was asking my self is how the rate of positives compared to the number of tests done is moving. I made this chart :
The ordinate is the percentage of positive cases against the number of tests done each day. Spikes of 42% are probably due to differences of response times for the laboratories which currently do not guarantee a stable processing time for tests. This behavior could be that due to the test methodology being changed or simply because we are finding less people infected.
Another information that can be interesting is the number of daily people being treated with intensive care :
Again here we might be in a situation of saturation of Intensive care units or just the number of people being treated in intensive care is decreasing.
This is the behavior of the number of people being hospitalized
We use Teamcity for most of automation in building/testing/deploying golang microservices to prod and during test phase I wanted to be able to notice easily if an integration/benchmark test crashed a microservice. Pinning the build and tagging it with the word “panic” seemed to be a good idea, from inside the buildconf script :
# txt are are the microservice logfiles, substitute as neeeded
grep panic.go *.txt
retVal=$?
if [ $retVal -eq 0 ]; then
# grep found panic in some file, tag with panic
nohup sh -c 'sleep 10 ; curl --header "Origin: https://<your_tc_server>" --header "Authorization: Bearer <yourbearertoken>" --request POST "%teamcity.serverUrl%/app/rest/builds/id:%teamcity.build.id%/tags/" --data panic --header "Content-type: text/plain"' &
nohup sh -c 'sleep 10 ; curl --header "Origin: https://<your_tc_server>" --header "Authorization: Bearer <yourbearertoken>" --request PUT "%teamcity.serverUrl%/app/rest/builds/id:%teamcity.build.id%/pin/"' &
fi
Took more than expected to figure out this : some examples would be helpful. Note that the build needs to be finished to be able to pin it/tag it so we have to put this ugly sleep to postpone operations on the rest api when the build is finished.
Many time we face situation were productivity of a software team is impaired by initial flaws in system design. These initial flaws require too much time to be completely removed (the effort of complete rewrite is only marginally touched here and is normally and indication of other problems in your software project )
So, in order for a software team to be able to work at its maximum, good design is a must. Design is much more responsible for productivity than any single coder, scrum master, product manager or development methodology/language in the sense that bad design can take an all-star team using top tools/methodology to perform badly.
That kind of intellectual activity which creates a whole from its diverse parts may be called the design of a system
Melvin E. Conway, How Do Committees Invent?
So you compose parts to make the whole system. How you do this ?
It is basically decomposition to generate single parts that acting together will generate the goal. The 2 tools you will need as a designer are :
decomposition
composition
But first of all you need :
understanding of the system boundaries : the borders of the nation your system lives in
understanding the global scenario of what your system is going to do. Designing subsystems without knowing the whole picture is not a good idea.
Why decomposition of a system into smaller components (services) is good for you :
information hiding : well identified interfaces create a contract that the component has to provide, hiding any network/system implementation details. This will make the component implementation completely free to be modified/enhanced as long as the new implementation is compliant with the contract.
less development time : separate components/services can be developed in parallel since they don’t require (or require little) external dependencies, so less contention between engineers. Every component is independent on integration and performance test that can be developed autonomously.
scalability : with little effort in design every component might be deployed in a way to be one of many instances that will make that service scalable when traffic increases.
clarity : the system could be studied a component (service) at a time with the result that the whole system could be better designed because it was better understood
We could go on here and analyze what are the criteria to be used in decomposing a system into services. I’ll leave this to another moment and you can find some interesting notes here :
What I would like to stress is that design is a fundamental phase in software engineering. You can’t just skip it and pretend that since you have a good team you’ll get a good job done.
Thanks to the following for inspiring me on this post :
Go provides benchmarking features in the testing package which is pretty usefull :
func BenchmarkMd5EncodeFmt(b *testing.B) {
// run the md5Encode function b.N times
for n := 0; n < b.N; n++ {
Md5EncodeFmt("aldfhasdl la fasdfeo8ekldjh asdkj fh lksdjfhwoieuxnroiAUN;laiDJ;ANIfub;OEIRBUF;OEfuN;ALFJ;AL")
}
}
func BenchmarkMd5Encode(b *testing.B) {
// run the md5Encode function b.N times
for n := 0; n < b.N; n++ {
Md5Encode("aldfhasdl la fasdfeo8ekldjh asdkj fh lksdjfhwoieuxnroiAUN;laiDJ;ANIfub;OEIRBUF;OEfuN;ALFJ;AL")
}
}
Run
$ go test -bench=.
goos: linux
goarch: amd64
BenchmarkMd5EncodeFmt-8 1894791 625 ns/op
BenchmarkMd5Encode-8 3068509 363 ns/op
PASS
ok _/home/paul/LazyInit/bench 3.342s
Run 3 times the benchmarks :
$ go test -count 3 -bench=.
goos: linux
goarch: amd64
BenchmarkMd5EncodeFmt-8 1882105 627 ns/op
BenchmarkMd5EncodeFmt-8 1918942 624 ns/op
BenchmarkMd5EncodeFmt-8 1902894 625 ns/op
BenchmarkMd5Encode-8 3139585 386 ns/op
BenchmarkMd5Encode-8 2937154 397 ns/op
BenchmarkMd5Encode-8 3009801 380 ns/op
PASS
ok _/home/paul/LazyInit/bench 10.217s
EncodeToString() makes your method almost twice faster !
Thanks to god after year 2000 information technology has started moving towards more pragmatic, simple and effective tools and languages. Some examples that in my opinion make this evident :
Languages and language tools
go, rust, swift are all born with the goal of simplifying their direct parents (c++, objectiveC) and removing their pitfalls.
UML abandoned : this is a relief for all coders which had to deal with it. I don’t know anyone using it nowadays.
git : finally some one (thanks Linux Torvalds) simplified svn/sourcesafe by putting features that are needed by developers in a clear, pretty intuitive command line interface
atom/sublime : reaction to the complexity of Visual Studio, IBM Rational, Eclipse ? I think yes
Databases
Key-value stores/noSQL are just taking ER/SQL model and making it simpler, providing only the features needed in 99% of the applications. Boyce-Codd normal form is pretty nice and interesting but in real world applications you’ll never use it.
Object Databases completely disappeared and in some way also the idea that OO methodology/hierarchy could be applied everywhere (just because you are where using OO languages)
Virtualization
docker/rkt are slim alternatives to virtualization and virtual machines
Architectures
plain old REST API aren’t just a simple way for doing things without having to Corba/Soap ?
gRPC : provides corba like features while being 1 order of magnitude more efficent and portable on any platform.
What I’m saying is that the 90s produced a lot of unnecessarily complicated tools and technology which developer just did not need/like which is being progressively substituted with simpler stuff.
Interesting to note that the phrase “Less is more” is originally attributed to Mies Van Der Rohe for his minimalism in architecture design . Looks at his buildings : nothing more than necessary and functional elements are present.
Tiagra rear derailleur is often mounted on gravel bikes but I did not like its limit to 34 maximum cog size. My hackers attitude comes out in these situations (and I don’t care breaking the component warranty) so I decided to modify the derailleur to hold larger cogs.
The problem is that the B-Screw is short and won’t allow you to increase the distanze between the lower cogs from the upper cassette. While some tutorial suggest to put a longer b-screw, I tried what can be seen below :
I used a chain pin and insert it to make the mechanical stop longer. Some thread blocker or resin to keep it still and you’re set.
Friday for Future is running and I feel the need of making sure (firstly to myself) that the process that will bring us totally away from fossil fuel consumption is possible, maybe long, but possible.
Decarbonization (this is the name given to the biggest revamping project in the world) is possible; will require money and time; will require the mutual work of Politics, Science and Industry toward the goals of :
producing electricity totally from renewable sources, decentralize prodution
reducing the energy consumption in all areas were this is possible
decentralize smart grid and electricity storage development
substitute direct fossil fuel consumption with renewable alternatives
stop deforestation process
substitute fossil fuel derived products with fossil derived recycled ones (or carbon free ones if possible)
100 % recycle, waste to energy for the non recyclable
Ambitious plan ? I think this is the biggest revamping project you can immagine and it is already running but I think that the message we all sent last last friday is that we need to ‘deliver’ sooner 🙂
Producing electricity totaly from renewable sources
48 % of CO2 is emitted producing heat or electricity. Many countries are already active in the area of producing electricity from renewables, take Germany for example. 7 year ago (just after fukushima) Germany started phase out of nuclear power by incrementing the share of energy produced by renewables. Some data :
In 1 year Germany increased production from wind energ for example by 20 GWh. Continue this for 10 years and your reach more than half the whole country energy requirements. In fact Germany has also started a plan for removing coal in energy production.
In the first 6 months of 2019 Germany has produced more energy from renewables than from fossile/nuclear : here for some references.
Energy efficency
Again from Germany, a national plan to increase the efficency of systems in all areas which is estimating to produce a saving of 12 to 20% over 2020. Reducing the current energy footprint is fundamental for allowing new segments of activities to start using clean energy (think at electrical traction in automotive which is going to increase national demand)
Decentralize smart grid and electricity storage development
The example here comes form Australia were private energy company GreenSync is stimulating customers to setup local electricity storage to be used when there is shortage of power on the grid. Customers are being paid for the storage. For reason not known to me the biggest development in decentralized grid and storage is taking place in Australia and Japan.
Substitute direct fossil fuel consumption with renewable alternatives, limit impatc of direct CO2 emission
This is probably the biggest task in the project because it is spread over a tens of different segments which need to be revamped to achieve the goal :
Road Transportation : around 15% of total CO2 emissions. Redesigning this segment is going to be one of most serious tasks : cars and trucks make up 1/3 of the co2 emissions in countries like US and it is mostly a consumer segment. Battery powered electric cars, pickups and trucks seems to be the directions with Tesla, the real game changer, paving the road. All automotive industry is trying to catchup. 44 Billion investments announces by Volkswagen group over the next 5 years.
Agricolture : How much CO2 is produced by agricolture is the most controversial issue with estimates ranging from 13% of total CO2 emissions to 18% on fao docs, up to 51% including the effect of not having forests where we make food for cows, pigs and chicken. These comes mainly from Cattle belching (CH4) and the addition of natural or synthetic fertilizers and wastes to soils. Here the only possible change is reducing the use of fertilizers and reduce cattle breeding by eating less meat. Read Jonathan Safran Foer book if you want to dig into this more.
Maritime Transportation : 5% of total CO2 emissions, The world’s merchant fleet consists of around 100,000 ships and these are estimated to consume 250 million tonnes of bunker fuel annually. Just one Capesize Bulk Carrier or Bulker can use 40 metric tonnes or fuel or more a day leading to an annual fuel consumption of approximately 10,400 tonnes. This results in the emission of around 32,988 tonnes of CO2 and 959 tonnes of SOx or more. This is just from one ship. Still no real prototypes afaik in this area but good project and potential around with project like Acquarius.
Air Transportation : 2% to 3.5% of total CO2 emissions . Various activities undergoing reduction of carbon footprint in aviation.
Substitute fossil fuel derived products with fossil derived recycled ones (or carbon free ones if possible)
This is probably the biggest task in the project because it is spread over a tens of different segments which need to be revamped to achieve the goal :
Plastics
Lubricants
Process Chemicals
Carpeting
Pharmaceuticals
Rubber Goods
Adhesives
Cosmetics
Footwear
Paints
Detergents
Inks
Sealants
Fragrances
Solvents
Caulking
Compounds
Fertilizers
Fibers
Tires
This point will require a complete structured analysis by its own. International energy agency dedicates a complete section on petrochemicals. They are not easy to replace : recycle will be the solution while Science and Industry find better substitutes.
I’ll stop here at least for now : the message I’m trying to share is that the matter is highly complex and cannot be simplified by just switching off air conditioning or doing these kind of things.
ALL activities have to be done at the same time (thanks Greta for having said this) and Politics IS the driver for all of them.
